Period
to 2 August 2021

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Dask skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Dask over the 6 months to 2 August 2021 with a comparison to the same period in the previous 2 years.

Dask
England > London
6 months to
2 Aug 2021
Same period 2020 Same period 2019
Rank 643 543 749
Rank change year-on-year -100 +206 -
Permanent jobs citing Dask 34 7 11
As % of all permanent jobs advertised in London 0.075% 0.025% 0.019%
As % of the Libraries, Frameworks & Software Standards category 0.16% 0.058% 0.049%
Number of salaries quoted 13 5 9
Median annual salary (50th Percentile) £250,000 £80,000 £70,000
Median % change year-on-year +212.50% +14.29% -
England median annual salary £65,000 £80,000 £67,500
% change year-on-year -18.75% +18.52% -

Dask is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
London
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 21,620 11,968 22,322
As % of all permanent IT jobs advertised in London 47.79% 42.54% 39.01%
Number of salaries quoted 12,712 9,987 18,862
10th Percentile £45,750 £45,000 £40,000
25th Percentile £55,000 £55,000 £50,000
Median annual salary (50th Percentile) £72,500 £70,000 £67,500
Median % change year-on-year +3.57% +3.70% +8.00%
75th Percentile £90,000 £87,500 £85,000
90th Percentile £110,000 £107,600 £98,750
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +10.00%

Dask
Job Vacancy Trend in London

Job postings citing Dask as a proportion of all IT jobs advertised in London.

Job vacancy trend for Dask in London

Dask
Salary Trend in London

3-month moving average salary quoted in jobs citing Dask in London.

Salary trend for Dask in London

Dask
Salary Histogram in London

Salary distribution for jobs citing Dask in London over the 6 months to 2 August 2021.

Salary histogram for Dask in London

For the 6 months to 2 August 2021, IT jobs citing Dask also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Dask.

1 34 (100.00%) Python
2 33 (97.06%) Machine Learning
2 33 (97.06%) Apache Spark
3 28 (82.35%) SQL
4 27 (79.41%) Data Science
5 20 (58.82%) Finance
6 18 (52.94%) Hadoop
6 18 (52.94%) Apache Airflow
7 16 (47.06%) Pandas
7 16 (47.06%) NumPy
8 15 (44.12%) Algorithms
9 14 (41.18%) Docker
9 14 (41.18%) AWS
9 14 (41.18%) Shell Script
9 14 (41.18%) Unix
9 14 (41.18%) Fintech
9 14 (41.18%) Fraud Detection
9 14 (41.18%) Samsung
10 12 (35.29%) Kubernetes
11 11 (32.35%) Equities
11 11 (32.35%) Amazon S3
11 11 (32.35%) Hedge funds
12 10 (29.41%) Degree
13 9 (26.47%) Open Source
13 9 (26.47%) Statistics
14 8 (23.53%) Artificial Intelligence
14 8 (23.53%) scikit-learn
14 8 (23.53%) Jupyter
14 8 (23.53%) Task Automation
15 7 (20.59%) Exploratory Analysis

Dask
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 33 (97.06%) Apache Spark
2 18 (52.94%) Apache Airflow
3 8 (23.53%) Jupyter
4 6 (17.65%) Elasticsearch
Cloud Services
1 14 (41.18%) AWS
2 11 (32.35%) Amazon S3
3 7 (20.59%) Amazon Kinesis
3 7 (20.59%) Azure
3 7 (20.59%) dbt
3 7 (20.59%) GCP
4 4 (11.76%) PaaS
Database & Business Intelligence
1 18 (52.94%) Hadoop
2 7 (20.59%) Amazon DynamoDB
3 6 (17.65%) Big Data
4 4 (11.76%) Relational Database
4 4 (11.76%) SQL Server
Development Applications
1 1 (2.94%) Octopus Deploy
General
1 20 (58.82%) Finance
2 4 (11.76%) Law
2 4 (11.76%) Social Skills
3 2 (5.88%) Marketing
3 2 (5.88%) Public Sector
3 2 (5.88%) Retail
Job Titles
1 15 (44.12%) Data Scientist
2 12 (35.29%) Developer
3 11 (32.35%) Python Developer
4 7 (20.59%) Apache Spark Developer
4 7 (20.59%) Machine Learning Engineer
5 1 (2.94%) Quantitative Developer
5 1 (2.94%) Senior Developer
5 1 (2.94%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 16 (47.06%) NumPy
1 16 (47.06%) Pandas
2 8 (23.53%) scikit-learn
3 7 (20.59%) Django
3 7 (20.59%) Kafka
3 7 (20.59%) PyArrow
3 7 (20.59%) RESTful
4 6 (17.65%) Flask
4 6 (17.65%) PySpark
5 2 (5.88%) Keras
5 2 (5.88%) PyMC3
5 2 (5.88%) PyTorch
5 2 (5.88%) React
5 2 (5.88%) TensorFlow
6 1 (2.94%) REST
Miscellaneous
1 15 (44.12%) Algorithms
2 11 (32.35%) Equities
2 11 (32.35%) Hedge funds
3 4 (11.76%) Derivative
3 4 (11.76%) Fixed Income
4 1 (2.94%) Podcast
Operating Systems
1 14 (41.18%) Unix
Processes & Methodologies
1 33 (97.06%) Machine Learning
2 27 (79.41%) Data Science
3 14 (41.18%) Fintech
3 14 (41.18%) Fraud Detection
4 9 (26.47%) Open Source
4 9 (26.47%) Statistics
5 8 (23.53%) Artificial Intelligence
5 8 (23.53%) Task Automation
6 7 (20.59%) Actionable Insight
6 7 (20.59%) Decision Tree
6 7 (20.59%) ETL
6 7 (20.59%) Experimental Design
6 7 (20.59%) Exploratory Analysis
6 7 (20.59%) Parallel Processing
6 7 (20.59%) Performance Optimisation
6 7 (20.59%) Software Engineering
6 7 (20.59%) Workflow
6 7 (20.59%) Workflow Management
7 6 (17.65%) Anomaly Detection
7 6 (17.65%) Prototyping
Programming Languages
1 34 (100.00%) Python
2 28 (82.35%) SQL
3 14 (41.18%) Shell Script
4 7 (20.59%) C#
5 6 (17.65%) Scala
6 2 (5.88%) C
6 2 (5.88%) MATLAB
6 2 (5.88%) R
Qualifications
1 10 (29.41%) Degree
2 2 (5.88%) PhD
System Software
1 14 (41.18%) Docker
Systems Management
1 12 (35.29%) Kubernetes
Vendors
1 14 (41.18%) Samsung
2 4 (11.76%) Instagram
2 4 (11.76%) Sybase